From 657bdb358c95ccd6bb07594a01625a7d7bacd32f Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Thu, 26 Apr 2018 18:52:01 +0100 Subject: COMPMID-1050 CL/NEON: Create a function to convert the 2D weights of FC layer from NHWC to NCHW and viceversa Change-Id: If77ffeb92b6eb883e5d2d2c97c2c4d1d23d17c8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129257 Tested-by: Jenkins Reviewed-by: Gian Marco Iodice Reviewed-by: Anthony Barbier --- .../functions/NEConvertFullyConnectedWeights.cpp | 48 ++++++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100644 src/runtime/NEON/functions/NEConvertFullyConnectedWeights.cpp (limited to 'src/runtime/NEON/functions') diff --git a/src/runtime/NEON/functions/NEConvertFullyConnectedWeights.cpp b/src/runtime/NEON/functions/NEConvertFullyConnectedWeights.cpp new file mode 100644 index 0000000000..b5b159ae31 --- /dev/null +++ b/src/runtime/NEON/functions/NEConvertFullyConnectedWeights.cpp @@ -0,0 +1,48 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/runtime/NEON/functions/NEConvertFullyConnectedWeights.h" + +using namespace arm_compute; + +NEConvertFullyConnectedWeights::NEConvertFullyConnectedWeights() + : _kernel() +{ +} + +void NEConvertFullyConnectedWeights::configure(const ITensor *input, ITensor *output, const TensorShape &original_input_shape, + DataLayout data_layout) +{ + _kernel.configure(input, output, original_input_shape, data_layout); +} + +Status NEConvertFullyConnectedWeights::validate(const ITensorInfo *input, const ITensorInfo *output, const TensorShape &original_input_shape, + DataLayout data_layout) +{ + return NEConvertFullyConnectedWeightsKernel::validate(input, output, original_input_shape, data_layout); +} + +void NEConvertFullyConnectedWeights::run() +{ + NEScheduler::get().schedule(&_kernel, Window::DimZ); +} -- cgit v1.2.1